This project outlines the utilisation of predictive analytics for Chronic Kidney Disease (CKD) screening, encompassing research methodology and key findings related to predictor variables and model robustness. It explores econometric techniques like FGLS and VIF diagnostics to improve statistical analysis and addresses clinical implications, recommending predictors and discussing the economical aspect of CKD interventions. Concluding with insights on advancing research and enhancing...